no code implementations • 24 Apr 2024 • Hymalai Bello
Combining different sensing modalities with multiple positions helps form a unified perception and understanding of complex situations such as human behavior.
no code implementations • 24 Apr 2024 • Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
Once the student model is trained, the model only takes as inputs the BLE-RSSI data for inference, retaining the advantages of ubiquity and low cost of BLE RSSI.
no code implementations • 29 Oct 2023 • Sungho Suh, Dhruv Aditya Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Paul Lukowicz
The proposed ST-MAN is to capture the complex spatio-temporal dependencies in the battery data, including the features that are often neglected in existing works.
no code implementations • 7 Aug 2023 • Dhruv Mittal, Hymalai Bello, Bo Zhou, Mayank Shekhar Jha, Sungho Suh, Paul Lukowicz
Early prediction of remaining useful life (RUL) is crucial for effective battery management across various industries, ranging from household appliances to large-scale applications.
no code implementations • 19 Jun 2023 • Hymalai Bello, Sungho Suh, Bo Zhou, Paul Lukowicz
The increasing prevalence of stress-related eating behaviors and their impact on overall health highlights the importance of effective and ubiquitous monitoring systems.
no code implementations • 7 Jun 2023 • Hymalai Bello, Sungho Suh, Daniel Geißler, Lala Ray, Bo Zhou, Paul Lukowicz
We present CaptAinGlove, a textile-based, low-power (1. 15Watts), privacy-conscious, real-time on-the-edge (RTE) glove-based solution with a tiny memory footprint (2MB), designed to recognize hand gestures used for drone control.
no code implementations • 8 Feb 2023 • Hymalai Bello, Luis Alfredo Sanchez Marin, Sungho Suh, Bo Zhou, Paul Lukowicz
The sensors were placed unobtrusively in a sports cap to monitor facial muscle activities related to facial expressions.